AI tools are all over the place. This is the full landscape — 207 tools across 17 categories, mapped and connected. Ready to narrow it down? Build your stack →

These tools competes with

Galileo

DeepEval

Choose Galileo when…

•You need real-time LLM guardrails in your production pipeline
•You want eval models fast enough (<200ms) to run inline with inference
•You need hallucination and RAG quality scoring at production latency

Choose DeepEval when…

•You want a pytest-style framework for LLM testing
•Unit-test-like evals for LLM outputs fit your workflow
•You need RAG-specific metrics like faithfulness and relevancy

Field

Galileo

DeepEval

Shared Connections (2)

PromptFooOpenAI API

Only Galileo (3)

DeepEvalHumanloopLangChain

Only DeepEval (5)

LangfuseRAGASTruLensInspectGalileo

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